Macro-aware time series forecasting via hierarchical mixed-frequency attention models

Daniel Cunha Oliveira, Kieran Wood, Stefan Zohren +2

Deep learning models show promise in financial forecasting, yet their generalization is often undermined by small datasets, noisy signals, and non-stationarity. While meta-learning…